knitr::opts_chunk$set(
warning = TRUE, # show warnings during codebook generation
message = TRUE, # show messages during codebook generation
error = TRUE, # do not interrupt codebook generation in case of errors,
# usually better for debugging
echo = TRUE # show R code
)
ggplot2::theme_set(ggplot2::theme_bw())
library(rio)
library(labelled)
library(codebook)
##
## Attaching package: 'codebook'
## The following object is masked from 'package:labelled':
##
## to_factor
codebook_data <- import("../data_processing/output_data/participant_data/sr_participant_data.csv")
# cat(paste(names(codebook_data), collapse = " = '', \n"))
var_label(codebook_data) <- list(
observation = "Unique participant ID number.",
duration_demographics = "The duration in milliseconds of the entire trial from time shown to time end - for the demographics form page.",
time_run_demographics = "The time in milliseconds from the start of the experiment it took to run (start to display) the trial - for the demographics form page.",
time_render_demographics = "The time in milliseconds from the start of the experiment it took to render (prepare, get ready for) the trial - for the demographics form page.",
time_show_demographics = "The time in milliseconds from the start of the experiment it took to show the trial on the screen to the participant - for the demographics form page.",
time_end_demographics = "The time in milliseconds from the start of the experiment it took to end the current trial - for the demographics form page.",
time_commit_demographics = "The time in milliseconds from the start of the experiment it took to save the current trial - for the demographics form page.",
timestamp_demographics = "The approximate timestamp of the trial in UTC server time - for the demographics form page.",
time_switch_demographics = "The time in milliseconds from the start of the experiment it took to switch between the previous trial and the current trial - for the demographics form page.",
please_tell_us_your_gender = "A multiple choice option for the gender of the participant. All answer choices were in the target language, but are presented in English equivalents here.",
which_year_were_you_born = "A numeric entry box for the year of birth for the participant.",
please_tell_us_your_education_level = "A multiple choice option for the education level of the participant. All answer choices were in the target language, but are presented in English equivalents here.",
native_language = "An open choice answer box for the native language of the participant.",
duration_consent = "The duration in milliseconds of the entire trial from time shown to time end - for the consent form page.",
time_run_consent = "The time in milliseconds from the start of the experiment it took to run (start to display) the trial - for the consent form page.",
time_render_consent = "The time in milliseconds from the start of the experiment it took to render (prepare, get ready for) the trial - for the consent form page.",
time_show_consent = "The time in milliseconds from the start of the experiment it took to show the trial on the screen to the participant - for the consent form page.",
time_end_consent = "The time in milliseconds from the start of the experiment it took to end the current trial - for the consent form page.",
time_commit_consent = "The time in milliseconds from the start of the experiment it took to save the current trial - for the consent form page.",
timestamp_consent = "The approximate timestamp of the trial in UTC server time - for the consent form page.",
time_switch_consent = "The time in milliseconds from the start of the experiment it took to switch between the previous trial and the current trial - for the consent form page.",
url_lab = "The lab code for the PSA member that ran the study.",
meta_labjs_version = "The version of labjs used in the study.",
meta_user_agent = "The browser the participant used in the study.",
meta_platform = "The operating system of the computer used in the experiment.",
meta_language = "The default language set for the browser the participant used in the study.",
meta_locale = "The location of the browser the participant used in the study.",
meta_time_zone = "The timezone set for the browser/computer the participant used in the study.",
meta_timezone_offset = "The time zone offset from UTC time.",
meta_screen_width = "The width of the screen in pixels.",
meta_screen_height = "The height of the screen in pixels.",
meta_scroll_height = "The height of the scroll bar.",
meta_scroll_width = "The width of the scroll bar.",
meta_window_inner_width = "The width of the browser window in pixels.",
meta_window_inner_height = "The height of the browser window in pixels.",
meta_device_pixel_ratio = "The ratio of width to height of the screen in pixels.",
meta_labjs_build_flavor = "The version build of the labjs version - usually production.",
meta_labjs_build_commit = "The commit version of the labjs build.",
keep = 'If that participant met the participant level exclusion criteria: they had to be at least 18, see at least 100 trials, and correctly answer 80% of the trials SEEN.',
keep_answered = 'If that participant met the participant level exclusion criteria: they had to be at least 18, see at least 100 trials, and correctly answer 80% of the trials ANSWERED.',
n_trials = 'Number of trials seen in the study. ',
n_correct = 'Number of trials correctly answered in the study.',
p_correct = 'Proportion correct of total correct answers divided by number of trials seen.',
n_answered = 'Number of trials answered in the study (excludes timeouts). ',
p_correct_answered = 'Proportion of trials correctly answered given the number of trials answered in the study.',
start = 'The first timestamp of the study. ',
end = 'The last timestamp of the study.',
study_length = "Length of the study in minutes. Please note that if a participant's computer went to sleep during the study, it would pause the study, but given the next timestamp would still calculate time elapsed from the previous timestamp. Therefore, very long response times likely indicate participants that quit the study but did not close the browser window for a long time.")
metadata(codebook_data)$name <- "Semantic Priming Across Many Languages Participants Level Data (Example using Serbian Data)"
metadata(codebook_data)$description <- "This dataset contains the summarized participant information, separated by language, for participants involved in the study. The data includes demographic variables, timestamp information for the consent form and demographic page, and the summarized accuracy, trial, and study length for each participant.
Semantic priming has been studied for nearly 50 years across various experimental manipulations and theoretical frameworks. These studies provide insight into the cognitive underpinnings of semantic representations in both healthy and clinical populations; however, they have suffered from several issues including generally low sample sizes and a lack of diversity in linguistic implementations. Here, we will test the size and the variability of the semantic priming effect across ten languages by creating a large database of semantic priming values, based on an adaptive sampling procedure. Differences in response latencies between related word-pair conditions and unrelated word-pair conditions (i.e., difference score confidence interval is greater than zero) will allow quantifying evidence for semantic priming, whereas improvements in model fit with the addition of a random intercept for language will provide support for variability in semantic priming across languages."
metadata(codebook_data)$identifier <- "https://doi.org/10.5281/zenodo.10888833"
metadata(codebook_data)$creator <- "Erin M. Buchanan"
metadata(codebook_data)$citation <- "Buchanan, E., Cuccolo, K., Heyman, T., Iyer, A., Coles, N., Lewis Jr, N., Peters, K., van Berkel, N., Taylor, J., Van't Veer, A. E., Montefinese, M., Valentine, K. D., Maxwell, N., Türkan, B. N., Williams, G., Oliveros-Chacana, J. C., Röer, J., Fini, C., Acar, O., … Lewis, S. C. (2024). SemanticPriming/SPAML: SPAML v1 Data Release (v1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10888833"
metadata(codebook_data)$url <- "https://github.com/SemanticPriming/SPAML/releases/"
metadata(codebook_data)$datePublished <- "2024-05-01"
metadata(codebook_data)$temporalCoverage <- "2022-2024"
metadata(codebook_data)$spatialCoverage <- "Online"
codebook(codebook_data)
Dataset name: Semantic Priming Across Many Languages Participants Level Data (Example using Serbian Data)
This dataset contains the summarized participant information, separated by language, for participants involved in the study. The data includes demographic variables, timestamp information for the consent form and demographic page, and the summarized accuracy, trial, and study length for each participant.
Semantic priming has been studied for nearly 50 years across various experimental manipulations and theoretical frameworks. These studies provide insight into the cognitive underpinnings of semantic representations in both healthy and clinical populations; however, they have suffered from several issues including generally low sample sizes and a lack of diversity in linguistic implementations. Here, we will test the size and the variability of the semantic priming effect across ten languages by creating a large database of semantic priming values, based on an adaptive sampling procedure. Differences in response latencies between related word-pair conditions and unrelated word-pair conditions (i.e., difference score confidence interval is greater than zero) will allow quantifying evidence for semantic priming, whereas improvements in model fit with the addition of a random intercept for language will provide support for variability in semantic priming across languages.
Temporal Coverage: 2022-2024
Spatial Coverage: Online
Citation: Buchanan, E., Cuccolo, K., Heyman, T., Iyer, A., Coles, N., Lewis Jr, N., Peters, K., van Berkel, N., Taylor, J., Van’t Veer, A. E., Montefinese, M., Valentine, K. D., Maxwell, N., Türkan, B. N., Williams, G., Oliveros-Chacana, J. C., Röer, J., Fini, C., Acar, O., … Lewis, S. C. (2024). SemanticPriming/SPAML: SPAML v1 Data Release (v1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10888833
Identifier: https://doi.org/10.5281/zenodo.10888833
Date published: 2024-05-01
Creator:
| name | value |
|---|---|
| 1 | Erin M. Buchanan |
|
#Variables
Unique participant ID number.
Distribution of values for observation
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| observation | Unique participant ID number. | character | 0 | 1 | 790 | 0 | 14 | 14 | 0 |
The duration in milliseconds of the entire trial from time shown to time end - for the demographics form page.
Distribution of values for duration_demographics
18 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| duration_demographics | The duration in milliseconds of the entire trial from time shown to time end - for the demographics form page. | numeric | 18 | 0.9772152 | 9992 | 30323 | 1.6e+07 | 62301.65 | 576826.5 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to run (start to display) the trial - for the demographics form page.
Distribution of values for time_run_demographics
18 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_run_demographics | The time in milliseconds from the start of the experiment it took to run (start to display) the trial - for the demographics form page. | numeric | 18 | 0.9772152 | 954 | 49681 | 1e+08 | 261673.6 | 3781201 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to render (prepare, get ready for) the trial - for the demographics form page.
Distribution of values for time_render_demographics
18 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_render_demographics | The time in milliseconds from the start of the experiment it took to render (prepare, get ready for) the trial - for the demographics form page. | numeric | 18 | 0.9772152 | 949 | 49671 | 1e+08 | 261666.8 | 3781201 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to show the trial on the screen to the participant - for the demographics form page.
Distribution of values for time_show_demographics
18 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_show_demographics | The time in milliseconds from the start of the experiment it took to show the trial on the screen to the participant - for the demographics form page. | numeric | 18 | 0.9772152 | 956 | 49686 | 1e+08 | 261697.6 | 3781201 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to end the current trial - for the demographics form page.
Distribution of values for time_end_demographics
18 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_end_demographics | The time in milliseconds from the start of the experiment it took to end the current trial - for the demographics form page. | numeric | 18 | 0.9772152 | 12202 | 86348 | 1e+08 | 323999.3 | 3852181 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to save the current trial - for the demographics form page.
Distribution of values for time_commit_demographics
18 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_commit_demographics | The time in milliseconds from the start of the experiment it took to save the current trial - for the demographics form page. | numeric | 18 | 0.9772152 | 12202 | 86348 | 1e+08 | 324000.9 | 3852181 | ▇▁▁▁▁ |
The approximate timestamp of the trial in UTC server time - for the demographics form page.
## 772 unique, categorical values, so not shown.
18 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max |
|---|---|---|---|---|---|---|---|---|
| timestamp_demographics | The approximate timestamp of the trial in UTC server time - for the demographics form page. | POSIXct | 18 | 0.9772152 | 772 | 2022-12-13 18:19:30.42 | 2023-10-27 18:36:07.453 | 2024-02-13 21:53:08.08 |
The time in milliseconds from the start of the experiment it took to switch between the previous trial and the current trial - for the demographics form page.
Distribution of values for time_switch_demographics
18 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_switch_demographics | The time in milliseconds from the start of the experiment it took to switch between the previous trial and the current trial - for the demographics form page. | numeric | 18 | 0.9772152 | 12212 | 86355 | 1e+08 | 324012.6 | 3852180 | ▇▁▁▁▁ |
A multiple choice option for the gender of the participant. All answer choices were in the target language, but are presented in English equivalents here.
Distribution of values for please_tell_us_your_gender
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| please_tell_us_your_gender | A multiple choice option for the gender of the participant. All answer choices were in the target language, but are presented in English equivalents here. | character | 0 | 1 | 5 | 21 | 0 | 6 | 0 |
A numeric entry box for the year of birth for the participant.
Distribution of values for which_year_were_you_born
18 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| which_year_were_you_born | A numeric entry box for the year of birth for the participant. | numeric | 18 | 0.9772152 | 1955 | 2003 | 2005 | 1994.333 | 13.9183 | ▁▂▁▁▇ |
A multiple choice option for the education level of the participant. All answer choices were in the target language, but are presented in English equivalents here.
Distribution of values for please_tell_us_your_education_level
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| please_tell_us_your_education_level | A multiple choice option for the education level of the participant. All answer choices were in the target language, but are presented in English equivalents here. | character | 0 | 1 | 7 | 19 | 0 | 21 | 0 |
An open choice answer box for the native language of the participant.
Distribution of values for native_language
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| native_language | An open choice answer box for the native language of the participant. | character | 0 | 1 | 37 | 27 | 0 | 17 | 0 |
The duration in milliseconds of the entire trial from time shown to time end - for the consent form page.
Distribution of values for duration_consent
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| duration_consent | The duration in milliseconds of the entire trial from time shown to time end - for the consent form page. | numeric | 3 | 0.9962025 | 697 | 43794 | 1e+08 | 247038.4 | 3740959 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to run (start to display) the trial - for the consent form page.
Distribution of values for time_run_consent
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_run_consent | The time in milliseconds from the start of the experiment it took to run (start to display) the trial - for the consent form page. | numeric | 3 | 0.9962025 | 93 | 1739 | 31107 | 2222.502 | 2447.378 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to render (prepare, get ready for) the trial - for the consent form page.
Distribution of values for time_render_consent
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_render_consent | The time in milliseconds from the start of the experiment it took to render (prepare, get ready for) the trial - for the consent form page. | numeric | 3 | 0.9962025 | 48 | 1698 | 5384762 | 12190.12 | 195883.3 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to show the trial on the screen to the participant - for the consent form page.
Distribution of values for time_show_consent
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_show_consent | The time in milliseconds from the start of the experiment it took to show the trial on the screen to the participant - for the consent form page. | numeric | 3 | 0.9962025 | 111 | 1817 | 5384795 | 12357.08 | 195879.1 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to end the current trial - for the consent form page.
Distribution of values for time_end_consent
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_end_consent | The time in milliseconds from the start of the experiment it took to end the current trial - for the consent form page. | numeric | 3 | 0.9962025 | 952 | 48432 | 1e+08 | 259394.8 | 3745544 | ▇▁▁▁▁ |
The time in milliseconds from the start of the experiment it took to save the current trial - for the consent form page.
Distribution of values for time_commit_consent
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_commit_consent | The time in milliseconds from the start of the experiment it took to save the current trial - for the consent form page. | numeric | 3 | 0.9962025 | 954 | 48441 | 1e+08 | 259402.1 | 3745544 | ▇▁▁▁▁ |
The approximate timestamp of the trial in UTC server time - for the consent form page.
## 790 unique, categorical values, so not shown.
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max |
|---|---|---|---|---|---|---|---|---|
| timestamp_consent | The approximate timestamp of the trial in UTC server time - for the consent form page. | POSIXct | 0 | 1 | 790 | 2022-12-13 18:19:18.775 | 2023-10-27 18:12:57.625 | 2024-02-13 21:52:48.49 |
The time in milliseconds from the start of the experiment it took to switch between the previous trial and the current trial - for the consent form page.
Distribution of values for time_switch_consent
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| time_switch_consent | The time in milliseconds from the start of the experiment it took to switch between the previous trial and the current trial - for the consent form page. | numeric | 3 | 0.9962025 | 956 | 48485 | 1e+08 | 259426.5 | 3745544 | ▇▁▁▁▁ |
The lab code for the PSA member that ran the study.
Distribution of values for url_lab
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| url_lab | The lab code for the PSA member that ran the study. | character | 0 | 1 | 3 | 0 | 2 | 9 | 0 |
The version of labjs used in the study.
Distribution of values for meta_labjs_version
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| meta_labjs_version | The version of labjs used in the study. | character | 0 | 1 | 2 | 3 | 0 | 6 | 0 |
The browser the participant used in the study.
Distribution of values for meta_user_agent
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| meta_user_agent | The browser the participant used in the study. | character | 0 | 1 | 77 | 3 | 0 | 147 | 0 |
The operating system of the computer used in the experiment.
Distribution of values for meta_platform
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| meta_platform | The operating system of the computer used in the experiment. | character | 0 | 1 | 4 | 3 | 0 | 12 | 0 |
The default language set for the browser the participant used in the study.
Distribution of values for meta_language
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| meta_language | The default language set for the browser the participant used in the study. | character | 0 | 1 | 22 | 3 | 0 | 10 | 0 |
The location of the browser the participant used in the study.
Distribution of values for meta_locale
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| meta_locale | The location of the browser the participant used in the study. | character | 0 | 1 | 14 | 3 | 0 | 10 | 0 |
The timezone set for the browser/computer the participant used in the study.
Distribution of values for meta_time_zone
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| meta_time_zone | The timezone set for the browser/computer the participant used in the study. | character | 0 | 1 | 16 | 3 | 0 | 19 | 0 |
The time zone offset from UTC time.
Distribution of values for meta_timezone_offset
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| meta_timezone_offset | The time zone offset from UTC time. | numeric | 3 | 0.9962025 | -120 | -60 | 480 | -68.08132 | 50.90283 | ▇▁▁▁▁ |
The width of the screen in pixels.
Distribution of values for meta_screen_width
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| meta_screen_width | The width of the screen in pixels. | numeric | 3 | 0.9962025 | 915 | 1536 | 3440 | 1622.333 | 277.2668 | ▃▇▁▁▁ |
The height of the screen in pixels.
Distribution of values for meta_screen_height
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| meta_screen_height | The height of the screen in pixels. | numeric | 3 | 0.9962025 | 515 | 864 | 1440 | 922.9492 | 149.7347 | ▁▇▂▅▁ |
The width of the scroll bar.
Distribution of values for meta_scroll_width
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| meta_scroll_width | The width of the scroll bar. | numeric | 3 | 0.9962025 | 767 | 1536 | 3440 | 1602.76 | 276.8653 | ▂▇▅▁▁ |
The height of the scroll bar.
Distribution of values for meta_scroll_height
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| meta_scroll_height | The height of the scroll bar. | numeric | 3 | 0.9962025 | 407 | 698 | 1281 | 740.77 | 145.6839 | ▂▇▆▁▁ |
The width of the browser window in pixels.
Distribution of values for meta_window_inner_width
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| meta_window_inner_width | The width of the browser window in pixels. | numeric | 3 | 0.9962025 | 767 | 1536 | 3440 | 1602.759 | 276.867 | ▂▇▅▁▁ |
The height of the browser window in pixels.
Distribution of values for meta_window_inner_height
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| meta_window_inner_height | The height of the browser window in pixels. | numeric | 3 | 0.9962025 | 407 | 746 | 1329 | 786.4816 | 148.8312 | ▁▇▃▂▁ |
The ratio of width to height of the screen in pixels.
Distribution of values for meta_device_pixel_ratio
3 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| meta_device_pixel_ratio | The ratio of width to height of the screen in pixels. | numeric | 3 | 0.9962025 | 0.9 | 1 | 2.2 | 1.126897 | 0.1870828 | ▇▅▁▁▁ |
The version build of the labjs version - usually production.
Distribution of values for meta_labjs_build_flavor
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| meta_labjs_build_flavor | The version build of the labjs version - usually production. | character | 0 | 1 | 2 | 3 | 0 | 10 | 0 |
The commit version of the labjs build.
Distribution of values for meta_labjs_build_commit
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| meta_labjs_build_commit | The commit version of the labjs build. | character | 0 | 1 | 2 | 3 | 0 | 40 | 0 |
If that participant met the participant level exclusion criteria: they had to be at least 18, see at least 100 trials, and correctly answer 80% of the trials SEEN.
Distribution of values for keep
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| keep | If that participant met the participant level exclusion criteria: they had to be at least 18, see at least 100 trials, and correctly answer 80% of the trials SEEN. | character | 0 | 1 | 2 | 0 | 4 | 7 | 0 |
If that participant met the participant level exclusion criteria: they had to be at least 18, see at least 100 trials, and correctly answer 80% of the trials ANSWERED.
Distribution of values for keep_answered
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| keep_answered | If that participant met the participant level exclusion criteria: they had to be at least 18, see at least 100 trials, and correctly answer 80% of the trials ANSWERED. | character | 0 | 1 | 2 | 0 | 4 | 7 | 0 |
Number of trials seen in the study.
Distribution of values for n_trials
36 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| n_trials | Number of trials seen in the study. | numeric | 36 | 0.9544304 | 6 | 800 | 800 | 754.8899 | 147.0867 | ▁▁▁▁▇ |
Number of trials correctly answered in the study.
Distribution of values for n_correct
36 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| n_correct | Number of trials correctly answered in the study. | numeric | 36 | 0.9544304 | 0 | 752 | 798 | 686.2997 | 171.7876 | ▁▁▁▁▇ |
Proportion correct of total correct answers divided by number of trials seen.
Distribution of values for p_correct
36 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| p_correct | Proportion correct of total correct answers divided by number of trials seen. | numeric | 36 | 0.9544304 | 0 | 0.94 | 1 | 0.9026062 | 0.1433827 | ▁▁▁▁▇ |
Number of trials answered in the study (excludes timeouts).
Distribution of values for n_answered
36 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| n_answered | Number of trials answered in the study (excludes timeouts). | numeric | 36 | 0.9544304 | 0 | 796 | 800 | 733.7003 | 169.6685 | ▁▁▁▁▇ |
Proportion of trials correctly answered given the number of trials answered in the study.
Distribution of values for p_correct_answered
36 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| p_correct_answered | Proportion of trials correctly answered given the number of trials answered in the study. | numeric | 36 | 0.9544304 | 0 | 0.95 | 1 | 0.9224856 | 0.1208271 | ▁▁▁▁▇ |
The first timestamp of the study.
## 754 unique, categorical values, so not shown.
36 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max |
|---|---|---|---|---|---|---|---|---|
| start | The first timestamp of the study. | POSIXct | 36 | 0.9544304 | 754 | 2022-12-20 17:47:51.709 | 2023-10-27 20:52:57.197 | 2024-02-13 21:53:45.854 |
The last timestamp of the study.
## 754 unique, categorical values, so not shown.
36 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | min | median | max |
|---|---|---|---|---|---|---|---|---|
| end | The last timestamp of the study. | POSIXct | 36 | 0.9544304 | 754 | 2022-12-20 18:05:19.61 | 2023-10-27 22:10:56.664 | 2024-02-13 22:09:46.042 |
Length of the study in minutes. Please note that if a participant’s computer went to sleep during the study, it would pause the study, but given the next timestamp would still calculate time elapsed from the previous timestamp. Therefore, very long response times likely indicate participants that quit the study but did not close the browser window for a long time.
Distribution of values for study_length
36 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| study_length | Length of the study in minutes. Please note that if a participant’s computer went to sleep during the study, it would pause the study, but given the next timestamp would still calculate time elapsed from the previous timestamp. Therefore, very long response times likely indicate participants that quit the study but did not close the browser window for a long time. | numeric | 36 | 0.9544304 | 0.22 | 21 | 16213 | 57.18814 | 672.3296 | ▇▁▁▁▁ |
The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.
{
"name": "Semantic Priming Across Many Languages Participants Level Data (Example using Serbian Data)",
"description": "This dataset contains the summarized participant information, separated by language, for participants involved in the study. The data includes demographic variables, timestamp information for the consent form and demographic page, and the summarized accuracy, trial, and study length for each participant. \n\nSemantic priming has been studied for nearly 50 years across various experimental manipulations and theoretical frameworks. These studies provide insight into the cognitive underpinnings of semantic representations in both healthy and clinical populations; however, they have suffered from several issues including generally low sample sizes and a lack of diversity in linguistic implementations. Here, we will test the size and the variability of the semantic priming effect across ten languages by creating a large database of semantic priming values, based on an adaptive sampling procedure. Differences in response latencies between related word-pair conditions and unrelated word-pair conditions (i.e., difference score confidence interval is greater than zero) will allow quantifying evidence for semantic priming, whereas improvements in model fit with the addition of a random intercept for language will provide support for variability in semantic priming across languages.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
"identifier": "https://doi.org/10.5281/zenodo.10888833",
"creator": "Erin M. Buchanan",
"citation": "Buchanan, E., Cuccolo, K., Heyman, T., Iyer, A., Coles, N., Lewis Jr, N., Peters, K., van Berkel, N., Taylor, J., Van't Veer, A. E., Montefinese, M., Valentine, K. D., Maxwell, N., Türkan, B. N., Williams, G., Oliveros-Chacana, J. C., Röer, J., Fini, C., Acar, O., … Lewis, S. C. (2024). SemanticPriming/SPAML: SPAML v1 Data Release (v1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10888833",
"url": "https://github.com/SemanticPriming/SPAML/releases/",
"datePublished": "2024-05-01",
"temporalCoverage": "2022-2024",
"spatialCoverage": "Online",
"keywords": ["observation", "duration_demographics", "time_run_demographics", "time_render_demographics", "time_show_demographics", "time_end_demographics", "time_commit_demographics", "timestamp_demographics", "time_switch_demographics", "please_tell_us_your_gender", "which_year_were_you_born", "please_tell_us_your_education_level", "native_language", "duration_consent", "time_run_consent", "time_render_consent", "time_show_consent", "time_end_consent", "time_commit_consent", "timestamp_consent", "time_switch_consent", "url_lab", "meta_labjs_version", "meta_user_agent", "meta_platform", "meta_language", "meta_locale", "meta_time_zone", "meta_timezone_offset", "meta_screen_width", "meta_screen_height", "meta_scroll_width", "meta_scroll_height", "meta_window_inner_width", "meta_window_inner_height", "meta_device_pixel_ratio", "meta_labjs_build_flavor", "meta_labjs_build_commit", "keep", "keep_answered", "n_trials", "n_correct", "p_correct", "n_answered", "p_correct_answered", "start", "end", "study_length"],
"@context": "http://schema.org/",
"@type": "Dataset",
"variableMeasured": [
{
"name": "observation",
"description": "Unique participant ID number.",
"@type": "propertyValue"
},
{
"name": "duration_demographics",
"description": "The duration in milliseconds of the entire trial from time shown to time end - for the demographics form page.",
"@type": "propertyValue"
},
{
"name": "time_run_demographics",
"description": "The time in milliseconds from the start of the experiment it took to run (start to display) the trial - for the demographics form page.",
"@type": "propertyValue"
},
{
"name": "time_render_demographics",
"description": "The time in milliseconds from the start of the experiment it took to render (prepare, get ready for) the trial - for the demographics form page.",
"@type": "propertyValue"
},
{
"name": "time_show_demographics",
"description": "The time in milliseconds from the start of the experiment it took to show the trial on the screen to the participant - for the demographics form page.",
"@type": "propertyValue"
},
{
"name": "time_end_demographics",
"description": "The time in milliseconds from the start of the experiment it took to end the current trial - for the demographics form page.",
"@type": "propertyValue"
},
{
"name": "time_commit_demographics",
"description": "The time in milliseconds from the start of the experiment it took to save the current trial - for the demographics form page.",
"@type": "propertyValue"
},
{
"name": "timestamp_demographics",
"description": "The approximate timestamp of the trial in UTC server time - for the demographics form page.",
"@type": "propertyValue"
},
{
"name": "time_switch_demographics",
"description": "The time in milliseconds from the start of the experiment it took to switch between the previous trial and the current trial - for the demographics form page.",
"@type": "propertyValue"
},
{
"name": "please_tell_us_your_gender",
"description": "A multiple choice option for the gender of the participant. All answer choices were in the target language, but are presented in English equivalents here.",
"@type": "propertyValue"
},
{
"name": "which_year_were_you_born",
"description": "A numeric entry box for the year of birth for the participant.",
"@type": "propertyValue"
},
{
"name": "please_tell_us_your_education_level",
"description": "A multiple choice option for the education level of the participant. All answer choices were in the target language, but are presented in English equivalents here.",
"@type": "propertyValue"
},
{
"name": "native_language",
"description": "An open choice answer box for the native language of the participant.",
"@type": "propertyValue"
},
{
"name": "duration_consent",
"description": "The duration in milliseconds of the entire trial from time shown to time end - for the consent form page.",
"@type": "propertyValue"
},
{
"name": "time_run_consent",
"description": "The time in milliseconds from the start of the experiment it took to run (start to display) the trial - for the consent form page.",
"@type": "propertyValue"
},
{
"name": "time_render_consent",
"description": "The time in milliseconds from the start of the experiment it took to render (prepare, get ready for) the trial - for the consent form page.",
"@type": "propertyValue"
},
{
"name": "time_show_consent",
"description": "The time in milliseconds from the start of the experiment it took to show the trial on the screen to the participant - for the consent form page.",
"@type": "propertyValue"
},
{
"name": "time_end_consent",
"description": "The time in milliseconds from the start of the experiment it took to end the current trial - for the consent form page.",
"@type": "propertyValue"
},
{
"name": "time_commit_consent",
"description": "The time in milliseconds from the start of the experiment it took to save the current trial - for the consent form page.",
"@type": "propertyValue"
},
{
"name": "timestamp_consent",
"description": "The approximate timestamp of the trial in UTC server time - for the consent form page.",
"@type": "propertyValue"
},
{
"name": "time_switch_consent",
"description": "The time in milliseconds from the start of the experiment it took to switch between the previous trial and the current trial - for the consent form page.",
"@type": "propertyValue"
},
{
"name": "url_lab",
"description": "The lab code for the PSA member that ran the study.",
"@type": "propertyValue"
},
{
"name": "meta_labjs_version",
"description": "The version of labjs used in the study.",
"@type": "propertyValue"
},
{
"name": "meta_user_agent",
"description": "The browser the participant used in the study.",
"@type": "propertyValue"
},
{
"name": "meta_platform",
"description": "The operating system of the computer used in the experiment.",
"@type": "propertyValue"
},
{
"name": "meta_language",
"description": "The default language set for the browser the participant used in the study.",
"@type": "propertyValue"
},
{
"name": "meta_locale",
"description": "The location of the browser the participant used in the study.",
"@type": "propertyValue"
},
{
"name": "meta_time_zone",
"description": "The timezone set for the browser/computer the participant used in the study.",
"@type": "propertyValue"
},
{
"name": "meta_timezone_offset",
"description": "The time zone offset from UTC time.",
"@type": "propertyValue"
},
{
"name": "meta_screen_width",
"description": "The width of the screen in pixels.",
"@type": "propertyValue"
},
{
"name": "meta_screen_height",
"description": "The height of the screen in pixels.",
"@type": "propertyValue"
},
{
"name": "meta_scroll_width",
"description": "The width of the scroll bar.",
"@type": "propertyValue"
},
{
"name": "meta_scroll_height",
"description": "The height of the scroll bar.",
"@type": "propertyValue"
},
{
"name": "meta_window_inner_width",
"description": "The width of the browser window in pixels.",
"@type": "propertyValue"
},
{
"name": "meta_window_inner_height",
"description": "The height of the browser window in pixels.",
"@type": "propertyValue"
},
{
"name": "meta_device_pixel_ratio",
"description": "The ratio of width to height of the screen in pixels.",
"@type": "propertyValue"
},
{
"name": "meta_labjs_build_flavor",
"description": "The version build of the labjs version - usually production.",
"@type": "propertyValue"
},
{
"name": "meta_labjs_build_commit",
"description": "The commit version of the labjs build.",
"@type": "propertyValue"
},
{
"name": "keep",
"description": "If that participant met the participant level exclusion criteria: they had to be at least 18, see at least 100 trials, and correctly answer 80% of the trials SEEN.",
"@type": "propertyValue"
},
{
"name": "keep_answered",
"description": "If that participant met the participant level exclusion criteria: they had to be at least 18, see at least 100 trials, and correctly answer 80% of the trials ANSWERED.",
"@type": "propertyValue"
},
{
"name": "n_trials",
"description": "Number of trials seen in the study. ",
"@type": "propertyValue"
},
{
"name": "n_correct",
"description": "Number of trials correctly answered in the study.",
"@type": "propertyValue"
},
{
"name": "p_correct",
"description": "Proportion correct of total correct answers divided by number of trials seen.",
"@type": "propertyValue"
},
{
"name": "n_answered",
"description": "Number of trials answered in the study (excludes timeouts). ",
"@type": "propertyValue"
},
{
"name": "p_correct_answered",
"description": "Proportion of trials correctly answered given the number of trials answered in the study.",
"@type": "propertyValue"
},
{
"name": "start",
"description": "The first timestamp of the study. ",
"@type": "propertyValue"
},
{
"name": "end",
"description": "The last timestamp of the study.",
"@type": "propertyValue"
},
{
"name": "study_length",
"description": "Length of the study in minutes. Please note that if a participant's computer went to sleep during the study, it would pause the study, but given the next timestamp would still calculate time elapsed from the previous timestamp. Therefore, very long response times likely indicate participants that quit the study but did not close the browser window for a long time.",
"@type": "propertyValue"
}
]
}`